A FastAPI-powered PDF summarization API that extracts text from contracts or invoices (max 3 pages), summarizes it using a transformer model, and returns a structured JSON with key entities like dates, payment terms, penalties, and company names. Uses PyMuPDF and Huggingface Transformers.